Files
file	types.hpp
	Type declarations for libcudf.

file	traits.cuh

file	traits.hpp

Classes
struct	cudf::order_info
	Indicates how a collection of values has been ordered. More...

class	cudf::data_type
	Indicator for the logical data type of an element in a column. More...

struct	cudf::is_convertible< From, To >

struct	cudf::is_convertible< cudf::detail::timestamp< Duration1 >, cudf::detail::timestamp< Duration2 > >

Macros
#define	CUDF_ENABLE_IF(...) std::enable_if_t<(__VA_ARGS__)>* = nullptr
	Convenience macro for SFINAE as an unnamed template parameter. More...

Typedefs
using	cudf::size_type = int32_t
	Row index type for columns and tables.

using	cudf::bitmask_type = uint32_t
	Bitmask type stored as 32-bit unsigned integer.

using	cudf::valid_type = uint8_t
	Valid type in host memory.

using	cudf::offset_type = int32_t
	Offset type for column offsets.

using	cudf::thread_index_type = int64_t
	Thread index type in kernels.

template<typename... >
using	cudf::void_t = void
	Utility metafunction that maps a sequence of any types to the type void.

template<typename L , typename R >
using	cudf::less_comparable = decltype(std::declval< L >()< std::declval< R >())
	Checks if two types are comparable using less operator (i.e. <).

template<typename L , typename R >
using	cudf::greater_comparable = decltype(std::declval< L >() > std::declval< R >())
	Checks if two types are comparable using greater operator (i.e. >).

template<typename L , typename R >
using	cudf::equality_comparable = decltype(std::declval< L >()==std::declval< R >())
	Checks if two types are comparable using equality operator (i.e. ==).

template<typename... Ts>
using	cudf::has_common_type = typename detail::has_common_type_impl< void, Ts... >::type
	Checks if types have a common type.

template<typename T >
using	cudf::is_timestamp_t = cuda::std::disjunction< std::is_same< cudf::timestamp_D, T >, std::is_same< cudf::timestamp_s, T >, std::is_same< cudf::timestamp_ms, T >, std::is_same< cudf::timestamp_us, T >, std::is_same< cudf::timestamp_ns, T > >
	Checks if a type is a timestamp type.

template<typename T >
using	cudf::is_duration_t = cuda::std::disjunction< std::is_same< cudf::duration_D, T >, std::is_same< cudf::duration_s, T >, std::is_same< cudf::duration_ms, T >, std::is_same< cudf::duration_us, T >, std::is_same< cudf::duration_ns, T > >
	Checks if a type is a duration type.

Enumerations
enum	cudf::order : bool { cudf::order::ASCENDING, cudf::order::DESCENDING }
	Indicates the order in which elements should be sorted. More...

enum	cudf::null_policy : bool { cudf::null_policy::EXCLUDE, cudf::null_policy::INCLUDE }
	Enum to specify whether to include nulls or exclude nulls. More...

enum	cudf::nan_policy : bool { cudf::nan_policy::NAN_IS_NULL, cudf::nan_policy::NAN_IS_VALID }
	Enum to treat NaN floating point value as null or non-null element. More...

enum	cudf::nan_equality { cudf::nan_equality::ALL_EQUAL, cudf::nan_equality::UNEQUAL }
	Enum to consider different elements (of floating point types) holding NaN value as equal or unequal. More...

enum	cudf::null_equality : bool { cudf::null_equality::EQUAL, cudf::null_equality::UNEQUAL }
	Enum to consider two nulls as equal or unequal. More...

enum	cudf::null_order : bool { cudf::null_order::AFTER, cudf::null_order::BEFORE }
	Indicates how null values compare against all other values. More...

enum	cudf::sorted : bool { NO, YES }
	Indicates whether a collection of values is known to be sorted.

enum	cudf::mask_state : int32_t { cudf::mask_state::UNALLOCATED, cudf::mask_state::UNINITIALIZED, cudf::mask_state::ALL_VALID, cudf::mask_state::ALL_NULL }
	Controls the allocation/initialization of a null mask. More...

enum	cudf::interpolation : int32_t { cudf::interpolation::LINEAR, cudf::interpolation::LOWER, cudf::interpolation::HIGHER, cudf::interpolation::MIDPOINT, cudf::interpolation::NEAREST }
	Interpolation method to use when the desired quantile lies between two data points i and j. More...

enum	cudf::type_id : int32_t { cudf::type_id::EMPTY, cudf::type_id::INT8, cudf::type_id::INT16, cudf::type_id::INT32, cudf::type_id::INT64, cudf::type_id::UINT8, cudf::type_id::UINT16, cudf::type_id::UINT32, cudf::type_id::UINT64, cudf::type_id::FLOAT32, cudf::type_id::FLOAT64, cudf::type_id::BOOL8, cudf::type_id::TIMESTAMP_DAYS, cudf::type_id::TIMESTAMP_SECONDS, cudf::type_id::TIMESTAMP_MILLISECONDS, cudf::type_id::TIMESTAMP_MICROSECONDS, cudf::type_id::TIMESTAMP_NANOSECONDS, cudf::type_id::DURATION_DAYS, cudf::type_id::DURATION_SECONDS, cudf::type_id::DURATION_MILLISECONDS, cudf::type_id::DURATION_MICROSECONDS, cudf::type_id::DURATION_NANOSECONDS, cudf::type_id::DICTIONARY32, cudf::type_id::STRING, cudf::type_id::LIST, cudf::type_id::DECIMAL32, cudf::type_id::DECIMAL64, cudf::type_id::DECIMAL128, cudf::type_id::STRUCT, cudf::type_id::NUM_TYPE_IDS }
	Identifies a column's logical element type. More...

Functions
template<typename T >
size_type	cudf::distance (T f, T l)
	Similar to `std::distance` but returns `cudf::size_type` and performs `static_cast` More...

constexpr bool	cudf::operator== (data_type const &lhs, data_type const &rhs)
	Compares two `data_type` objects for equality. More...

bool	cudf::operator!= (data_type const &lhs, data_type const &rhs)
	Compares two `data_type` objects for inequality. More...

std::size_t	cudf::size_of (data_type t)
	Returns the size in bytes of elements of the specified `data_type` More...

template<typename T >
constexpr bool	cudf::has_atomic_support ()
	Indicates whether the type `T` has support for atomics. More...

constexpr bool	cudf::has_atomic_support (data_type type)
	Indicates whether `type` has support for atomics. More...

template<typename L , typename R >
constexpr bool	cudf::is_relationally_comparable ()
	Indicates whether objects of types `L` and `R` can be relationally compared. More...

bool	cudf::is_relationally_comparable (data_type type)
	Checks whether `data_type` `type` supports relational comparisons. More...

template<typename L , typename R >
constexpr bool	cudf::is_equality_comparable ()
	Indicates whether objects of types `L` and `R` can be compared for equality. More...

bool	cudf::is_equality_comparable (data_type type)
	Checks whether `data_type` `type` supports equality comparisons. More...

template<typename T >
constexpr bool	cudf::is_numeric ()
	Indicates whether the type `T` is a numeric type. More...

constexpr bool	cudf::is_numeric (data_type type)
	Indicates whether `type` is a numeric `data_type`. More...

template<typename T >
constexpr bool	cudf::is_index_type ()
	Indicates whether the type `T` is a index type. More...

constexpr bool	cudf::is_index_type (data_type type)
	Indicates whether the type `type` is a index type. More...

template<typename T >
constexpr bool	cudf::is_unsigned ()
	Indicates whether the type `T` is a unsigned numeric type. More...

constexpr bool	cudf::is_unsigned (data_type type)
	Indicates whether `type` is a unsigned numeric `data_type`. More...

template<typename Iterator >
constexpr bool	cudf::is_signed_iterator ()
	Indicates whether the `Iterator` value type is unsigned. More...

template<typename T >
constexpr bool	cudf::is_floating_point ()
	Indicates whether the type `T` is a floating point type. More...

constexpr bool	cudf::is_floating_point (data_type type)
	Indicates whether `type` is a floating point `data_type`. More...

template<typename T >
constexpr bool	cudf::is_boolean ()
	Indicates whether `T` is a Boolean type. More...

constexpr bool	cudf::is_boolean (data_type type)
	Indicates whether `type` is a Boolean `data_type`. More...

template<typename T >
constexpr bool	cudf::is_timestamp ()
	Indicates whether the type `T` is a timestamp type. More...

constexpr bool	cudf::is_timestamp (data_type type)
	Indicates whether `type` is a timestamp `data_type`. More...

template<typename T >
constexpr bool	cudf::is_fixed_point ()
	Indicates whether the type `T` is a fixed-point type. More...

constexpr bool	cudf::is_fixed_point (data_type type)
	Indicates whether `type` is a fixed point `data_type`. More...

template<typename T >
constexpr bool	cudf::is_duration ()
	Indicates whether the type `T` is a duration type. More...

constexpr bool	cudf::is_duration (data_type type)
	Indicates whether `type` is a duration `data_type`. More...

template<typename T >
constexpr bool	cudf::is_chrono ()
	Indicates whether the type `T` is a chrono type. More...

constexpr bool	cudf::is_chrono (data_type type)
	Indicates whether `type` is a chrono `data_type`. More...

template<typename T >
constexpr bool	cudf::is_rep_layout_compatible ()
	Indicates whether `T` is layout compatible with its "representation" type. More...

template<typename T >
constexpr bool	cudf::is_dictionary ()
	Indicates whether the type `T` is a dictionary type. More...

constexpr bool	cudf::is_dictionary (data_type type)
	Indicates whether `type` is a dictionary `data_type`. More...

template<typename T >
constexpr bool	cudf::is_fixed_width ()
	Indicates whether elements of type `T` are fixed-width. More...

constexpr bool	cudf::is_fixed_width (data_type type)
	Indicates whether elements of `type` are fixed-width. More...

template<typename T >
constexpr bool	cudf::is_compound ()
	Indicates whether the type `T` is a compound type. More...

constexpr bool	cudf::is_compound (data_type type)
	Indicates whether elements of `type` are compound. More...

template<typename T >
constexpr bool	cudf::is_nested ()
	Indicates whether `T` is a nested type. More...

constexpr bool	cudf::is_nested (data_type type)
	Indicates whether `type` is a nested type. More...

template<typename T >
constexpr bool	cudf::is_struct ()
	Indicates whether `T` is a struct type. More...

constexpr bool	cudf::is_struct (data_type type)
	Indicates whether `type` is a struct type. More...

constexpr bool	cudf::is_bit_castable (data_type from, data_type to)
	Indicates whether `from` is bit-castable to `to`. More...

Variables
template<typename... Ts>
constexpr bool	cudf::has_common_type_v = detail::has_common_type_impl<void, Ts...>::value
	Helper variable template for has_common_type<>::value.

Detailed Description

Macro Definition Documentation

◆ CUDF_ENABLE_IF

#define CUDF_ENABLE_IF ( ... ) std::enable_if_t<(__VA_ARGS__)>* = nullptr

Convenience macro for SFINAE as an unnamed template parameter.

Example:

// This function will participate in overload resolution only if T is an integral type
template <typename T, CUDF_ENABLE_IF(std::is_integral_v<T> )>
void foo();

Definition at line 49 of file traits.hpp.

Enumeration Type Documentation

◆ interpolation

enum cudf::interpolation : int32_t

strong

Interpolation method to use when the desired quantile lies between two data points i and j.

Enumerator
LINEAR	Linear interpolation between i and j.
LOWER	Lower data point (i)
HIGHER	Higher data point (j)
MIDPOINT	(i + j)/2
NEAREST	i or j, whichever is nearest

Definition at line 185 of file types.hpp.

◆ mask_state

enum cudf::mask_state : int32_t

strong

Controls the allocation/initialization of a null mask.

Enumerator
UNALLOCATED	Null mask not allocated, (all elements are valid)
UNINITIALIZED	Null mask allocated, but not initialized.
ALL_VALID	Null mask allocated, initialized to all elements valid.
ALL_NULL	Null mask allocated, initialized to all elements NULL.

Definition at line 174 of file types.hpp.

◆ nan_equality

enum cudf::nan_equality

strong

Enum to consider different elements (of floating point types) holding NaN value as equal or unequal.

Enumerator
ALL_EQUAL	All NaNs compare equal, regardless of sign.
UNEQUAL	All NaNs compare unequal (IEEE754 behavior)

Definition at line 136 of file types.hpp.

◆ nan_policy

enum cudf::nan_policy : bool

strong

Enum to treat NaN floating point value as null or non-null element.

Enumerator
NAN_IS_NULL	treat nans as null elements
NAN_IS_VALID	treat nans as valid elements (non-null)

Definition at line 127 of file types.hpp.

◆ null_equality

enum cudf::null_equality : bool

strong

Enum to consider two nulls as equal or unequal.

Enumerator
EQUAL	nulls compare equal
UNEQUAL	nulls compare unequal

Definition at line 144 of file types.hpp.

◆ null_order

enum cudf::null_order : bool

strong

Indicates how null values compare against all other values.

Enumerator
AFTER	NULL values ordered after all other values.
BEFORE	NULL values ordered before all other values.

Definition at line 152 of file types.hpp.

◆ null_policy

enum cudf::null_policy : bool

strong

Enum to specify whether to include nulls or exclude nulls.

Enumerator
EXCLUDE	exclude null elements
INCLUDE	include null elements

Definition at line 119 of file types.hpp.

◆ order

enum cudf::order : bool

strong

Indicates the order in which elements should be sorted.

Enumerator
ASCENDING	Elements ordered from small to large.
DESCENDING	Elements ordered from large to small.

Definition at line 111 of file types.hpp.

◆ type_id

enum cudf::type_id : int32_t

strong

Identifies a column's logical element type.

Enumerator
EMPTY	Always null with no underlying data.
INT8	1 byte signed integer
INT16	2 byte signed integer
INT32	4 byte signed integer
INT64	8 byte signed integer
UINT8	1 byte unsigned integer
UINT16	2 byte unsigned integer
UINT32	4 byte unsigned integer
UINT64	8 byte unsigned integer
FLOAT32	4 byte floating point
FLOAT64	8 byte floating point
BOOL8	Boolean using one byte per value, 0 == false, else true.
TIMESTAMP_DAYS	point in time in days since Unix Epoch in int32
TIMESTAMP_SECONDS	point in time in seconds since Unix Epoch in int64
TIMESTAMP_MILLISECONDS	point in time in milliseconds since Unix Epoch in int64
TIMESTAMP_MICROSECONDS	point in time in microseconds since Unix Epoch in int64
TIMESTAMP_NANOSECONDS	point in time in nanoseconds since Unix Epoch in int64
DURATION_DAYS	time interval of days in int32
DURATION_SECONDS	time interval of seconds in int64
DURATION_MILLISECONDS	time interval of milliseconds in int64
DURATION_MICROSECONDS	time interval of microseconds in int64
DURATION_NANOSECONDS	time interval of nanoseconds in int64
DICTIONARY32	Dictionary type using int32 indices.
STRING	String elements.
LIST	List elements.
DECIMAL32	Fixed-point type with int32_t.
DECIMAL64	Fixed-point type with int64_t.
DECIMAL128	Fixed-point type with __int128_t.
STRUCT	Struct elements.
NUM_TYPE_IDS	Total number of type ids.

Definition at line 196 of file types.hpp.

Function Documentation

◆ distance()

template<typename T >

size_type cudf::distance	(	T	f,
		T	l
	)

Similar to std::distance but returns cudf::size_type and performs static_cast

Template Parameters

T	Iterator type

Parameters

f	"first" iterator
l	"last" iterator

Returns: size_type The distance between first and last

Definition at line 95 of file types.hpp.

◆ has_atomic_support() [1/2]

template<typename T >

constexpr bool cudf::has_atomic_support ( )

inlineconstexpr

Indicates whether the type T has support for atomics.

Template Parameters

T	The type to verify

Returns: true T has support for atomics; false T no support for atomics

Definition at line 40 of file traits.cuh.

◆ has_atomic_support() [2/2]

constexpr bool cudf::has_atomic_support ( data_type type )

inlineconstexpr

Indicates whether type has support for atomics.

Parameters

type	The `data_type` to verify

Returns: true type has support for atomics; false type no support for atomics

Definition at line 60 of file traits.cuh.

◆ is_bit_castable()

constexpr bool cudf::is_bit_castable	(	data_type	from,
		data_type	to
	)

constexpr

Indicates whether from is bit-castable to to.

This casting is based on std::bit_cast. Data types that have the same size and are trivially copyable are eligible for this casting.

See cudf::bit_cast() which returns a zero-copy column_view when casting between bit-castable types.

Parameters

from	The `data_type` to convert from
to	The `data_type` to convert to

Returns: true if the types are castable

Definition at line 804 of file traits.hpp.

◆ is_boolean() [1/2]

template<typename T >

constexpr bool cudf::is_boolean ( )

inlineconstexpr

Indicates whether T is a Boolean type.

Parameters

type	The `data_type` to verify

Returns: true type is Boolean; false type is not Boolean

Definition at line 384 of file traits.hpp.

◆ is_boolean() [2/2]

constexpr bool cudf::is_boolean ( data_type type )

inlineconstexpr

Indicates whether type is a Boolean data_type.

Parameters

type	The `data_type` to verify

Returns: true type is a Boolean; false type is not a Boolean

Definition at line 404 of file traits.hpp.

◆ is_chrono() [1/2]

template<typename T >

constexpr bool cudf::is_chrono ( )

inlineconstexpr

Indicates whether the type T is a chrono type.

Template Parameters

T	The type to verify

Returns: true T is a duration or a timestamp type; false T is neither a duration nor a timestamp type

Definition at line 521 of file traits.hpp.

◆ is_chrono() [2/2]

constexpr bool cudf::is_chrono ( data_type type )

inlineconstexpr

Indicates whether type is a chrono data_type.

Chrono types include cudf timestamp types, which represent a point in time, and cudf duration types that represent a time interval.

Parameters

type	The `data_type` to verify

Returns: true type is a chrono type; false type is not a chrono type

Definition at line 544 of file traits.hpp.

◆ is_compound() [1/2]

template<typename T >

constexpr bool cudf::is_compound ( )

inlineconstexpr

Indicates whether the type T is a compound type.

columns with "compound" elements are logically a single column of elements, but may be concretely implemented with two or more columns. For example, a STRING column could contain a column of offsets and a child column of characters.

Template Parameters

T	The type to verify

Returns: true T corresponds to a "compound" type; false T corresponds to a "simple" type

Definition at line 653 of file traits.hpp.

◆ is_compound() [2/2]

constexpr bool cudf::is_compound ( data_type type )

inlineconstexpr

Indicates whether elements of type are compound.

columns with "compound" elements are logically a single column of elements, but may be concretely implemented with two or more columns. For example, a STRING column could contain a column of offsets and a child column of characters.

Parameters

type	The `data_type` to verify

Returns: true type is a compound type; false type is a simple type

Definition at line 679 of file traits.hpp.

◆ is_dictionary() [1/2]

template<typename T >

constexpr bool cudf::is_dictionary ( )

inlineconstexpr

Indicates whether the type T is a dictionary type.

Template Parameters

T	The type to verify

Returns: true T is a dictionary-type; false T is not dictionary-type

Definition at line 575 of file traits.hpp.

◆ is_dictionary() [2/2]

constexpr bool cudf::is_dictionary ( data_type type )

inlineconstexpr

Indicates whether type is a dictionary data_type.

Parameters

type	The `data_type` to verify

Returns: true type is a dictionary type; false type is not a dictionary type

Definition at line 595 of file traits.hpp.

◆ is_duration() [1/2]

template<typename T >

constexpr bool cudf::is_duration ( )

inlineconstexpr

Indicates whether the type T is a duration type.

Template Parameters

T	The type to verify

Returns: true T is a duration; false T is not a duration

Definition at line 486 of file traits.hpp.

◆ is_duration() [2/2]

constexpr bool cudf::is_duration ( data_type type )

inlineconstexpr

Indicates whether type is a duration data_type.

"Duration" types are int32_t or int64_t tick counts representing a time interval.

Parameters

type	The `data_type` to verify

Returns: true type is a duration; false type is not a duration

Definition at line 508 of file traits.hpp.

◆ is_equality_comparable() [1/2]

template<typename L , typename R >

constexpr bool cudf::is_equality_comparable ( )

inlineconstexpr

Indicates whether objects of types L and R can be compared for equality.

Given two objects L l, and R r, returns true if l == r is a well-formed expression.

Template Parameters

L	Type of the first object
R	Type of the second object

Returns: true Objects of types L and R can be compared for equality; false Objects of types L and R cannot be compared

Definition at line 180 of file traits.hpp.

◆ is_equality_comparable() [2/2]

bool cudf::is_equality_comparable ( data_type type )

inline

Checks whether data_type type supports equality comparisons.

Parameters

type	Data_type for comparison.

Returns: true If type supports equality comparisons.; false If type does not support equality comparisons.

Definition at line 212 of file traits.hpp.

◆ is_fixed_point() [1/2]

template<typename T >

constexpr bool cudf::is_fixed_point ( )

inlineconstexpr

Indicates whether the type T is a fixed-point type.

Template Parameters

T	The type to verify

Returns: true T is a fixed-point type; false T is not a fixed-point type

Definition at line 452 of file traits.hpp.

◆ is_fixed_point() [2/2]

constexpr bool cudf::is_fixed_point ( data_type type )

inlineconstexpr

Indicates whether type is a fixed point data_type.

Parameters

type	The `data_type` to verify

Returns: true type is a fixed point type; false type is not a fixed point type

Definition at line 473 of file traits.hpp.

◆ is_fixed_width() [1/2]

template<typename T >

constexpr bool cudf::is_fixed_width ( )

inlineconstexpr

Indicates whether elements of type T are fixed-width.

Elements of a fixed-width type all have the same size in bytes.

Template Parameters

T	The C++ type to verify

Returns: true T corresponds to a fixed-width element type; false T corresponds to a variable-width element type

Definition at line 609 of file traits.hpp.

◆ is_fixed_width() [2/2]

constexpr bool cudf::is_fixed_width ( data_type type )

inlineconstexpr

Indicates whether elements of type are fixed-width.

Elements of a fixed-width type all have the same size in bytes.

Parameters

type	The `data_type` to verify

Returns: true type is fixed-width; false type is variable-width

Definition at line 633 of file traits.hpp.

◆ is_floating_point() [1/2]

template<typename T >

constexpr bool cudf::is_floating_point ( )

inlineconstexpr

Indicates whether the type T is a floating point type.

Template Parameters

T	The type to verify

Returns: true T is floating point; false T is not floating point

Definition at line 349 of file traits.hpp.

◆ is_floating_point() [2/2]

constexpr bool cudf::is_floating_point ( data_type type )

inlineconstexpr

Indicates whether type is a floating point data_type.

"Floating point" types are fundamental floating point types such as FLOAT*.

Parameters

type	The `data_type` to verify

Returns: true type is floating point; false type is not floating point

Definition at line 371 of file traits.hpp.

◆ is_index_type() [1/2]

template<typename T >

constexpr bool cudf::is_index_type ( )

inlineconstexpr

Indicates whether the type T is a index type.

A type T is considered an index type if it is valid to use elements of type T to index into a column. I.e., index types are integral types such as 'INT*' apart from 'bool'.

Template Parameters

T	The type to verify

Returns: true T is index type; false T is not index type

Definition at line 266 of file traits.hpp.

◆ is_index_type() [2/2]

constexpr bool cudf::is_index_type ( data_type type )

inlineconstexpr

Indicates whether the type type is a index type.

A type T is considered an index type if it is valid to use elements of type T to index into a column. I.e., index types are integral types such as 'INT*' apart from 'bool'.

Parameters

type	The `data_type` to verify

Returns: true type is index type; false type is not index type

Definition at line 290 of file traits.hpp.

◆ is_nested() [1/2]

template<typename T >

constexpr bool cudf::is_nested ( )

inlineconstexpr

Indicates whether T is a nested type.

"Nested" types are distinct from compound types in that they can have an arbitrarily deep list of descendants of the same type. Strings are not a nested type, but lists are.

Parameters

T	The type to verify

Returns: true T is a nested type; false T is not a nested type

Definition at line 696 of file traits.hpp.

◆ is_nested() [2/2]

constexpr bool cudf::is_nested ( data_type type )

inlineconstexpr

Indicates whether type is a nested type.

"Nested" types are distinct from compound types in that they can have an arbitrarily deep list of descendants of the same type. Strings are not a nested type, but lists are.

Parameters

type	The `data_type` to verify

Returns: true type is a nested type; false type is not a nested type

Definition at line 720 of file traits.hpp.

◆ is_numeric() [1/2]

template<typename T >

constexpr bool cudf::is_numeric ( )

inlineconstexpr

Indicates whether the type T is a numeric type.

Template Parameters

T	The type to verify

Returns: true T is numeric; false T is not numeric

Definition at line 225 of file traits.hpp.

◆ is_numeric() [2/2]

constexpr bool cudf::is_numeric ( data_type type )

inlineconstexpr

Indicates whether type is a numeric data_type.

"Numeric" types are fundamental integral/floating point types such as INT* or FLOAT*. Types that wrap a numeric type are not considered numeric, e.g., TIMESTAMP.

Parameters

type	The `data_type` to verify

Returns: true type is numeric; false type is not numeric

Definition at line 249 of file traits.hpp.

◆ is_relationally_comparable() [1/2]

template<typename L , typename R >

constexpr bool cudf::is_relationally_comparable ( )

inlineconstexpr

Indicates whether objects of types L and R can be relationally compared.

Given two objects L l, and R r, returns true if l < r and l > r are well-formed expressions.

Template Parameters

L	Type of the first object
R	Type of the second object

Returns: true Objects of types L and R can be relationally be compared; false Objects of types L and R cannot be compared

Definition at line 130 of file traits.hpp.

◆ is_relationally_comparable() [2/2]

bool cudf::is_relationally_comparable ( data_type type )

inline

Checks whether data_type type supports relational comparisons.

Parameters

type	Data_type for comparison.

Returns: true If type supports relational comparisons.; false If type does not support relational comparisons.

Definition at line 162 of file traits.hpp.

◆ is_rep_layout_compatible()

template<typename T >

constexpr bool cudf::is_rep_layout_compatible ( )

constexpr

Indicates whether T is layout compatible with its "representation" type.

For example, in a column, a decimal32 is concretely represented by a single int32_t, but the decimal32 type itself contains both the integer representation and the scale. Therefore, decimal32 is not layout compatible with int32_t.

As further example, duration_ns is distinct from its concrete int64_t representation type, but they are layout compatible.

Returns: true if T is layout compatible with its "representation" type

Definition at line 562 of file traits.hpp.

◆ is_signed_iterator()

template<typename Iterator >

constexpr bool cudf::is_signed_iterator ( )

inlineconstexpr

Indicates whether the Iterator value type is unsigned.

Template Parameters

Iterator The type to verify

Returns: true if the iterator's value type is unsigned

Definition at line 336 of file traits.hpp.

◆ is_struct() [1/2]

template<typename T >

constexpr bool cudf::is_struct ( )

inlineconstexpr

Indicates whether T is a struct type.

Parameters

T	The type to verify

Returns: A boolean indicating if T is a struct type

Definition at line 732 of file traits.hpp.

◆ is_struct() [2/2]

constexpr bool cudf::is_struct ( data_type type )

inlineconstexpr

Indicates whether type is a struct type.

Parameters

type	The `data_type` to verify

Returns: A boolean indicating if type is a struct type

Definition at line 751 of file traits.hpp.

◆ is_timestamp() [1/2]

template<typename T >

constexpr bool cudf::is_timestamp ( )

inlineconstexpr

Indicates whether the type T is a timestamp type.

Template Parameters

T	The type to verify

Returns: true T is a timestamp; false T is not a timestamp

Definition at line 417 of file traits.hpp.

◆ is_timestamp() [2/2]

constexpr bool cudf::is_timestamp ( data_type type )

inlineconstexpr

Indicates whether type is a timestamp data_type.

"Timestamp" types are int32_t or int64_t durations since the unix epoch.

Parameters

type	The `data_type` to verify

Returns: true type is a timestamp; false type is not a timestamp

Definition at line 439 of file traits.hpp.

◆ is_unsigned() [1/2]

template<typename T >

constexpr bool cudf::is_unsigned ( )

inlineconstexpr

Indicates whether the type T is a unsigned numeric type.

Template Parameters

T	The type to verify

Returns: true T is unsigned numeric; false T is signed numeric

Definition at line 303 of file traits.hpp.

◆ is_unsigned() [2/2]

constexpr bool cudf::is_unsigned ( data_type type )

inlineconstexpr

Indicates whether type is a unsigned numeric data_type.

"Unsigned Numeric" types are fundamental integral types such as UINT*.

Parameters

type	The `data_type` to verify

Returns: true type is unsigned numeric; false type is signed numeric

Definition at line 324 of file traits.hpp.

◆ operator!=()

bool cudf::operator!=	(	data_type const &	lhs,
		data_type const &	rhs
	)

inline

Compares two data_type objects for inequality.

// TODO Define exactly what it means for two data_types to be equal. e.g., are two timestamps with different resolutions equal? How about decimals with different scale/precision?

Parameters

lhs	The first `data_type` to compare
rhs	The second `data_type` to compare

Returns: true lhs is not equal to rhs; false lhs is equal to rhs

Definition at line 327 of file types.hpp.

◆ operator==()

constexpr bool cudf::operator==	(	data_type const &	lhs,
		data_type const &	rhs
	)

constexpr

Compares two data_type objects for equality.

// TODO Define exactly what it means for two data_types to be equal. e.g., are two timestamps with different resolutions equal? How about decimals with different scale/precision?

Parameters

lhs	The first `data_type` to compare
rhs	The second `data_type` to compare

Returns: true lhs is equal to rhs; false lhs is not equal to rhs

Definition at line 309 of file types.hpp.

◆ size_of()

std::size_t cudf::size_of ( data_type t )

Returns the size in bytes of elements of the specified data_type

Note: Only fixed-width types are supported

Exceptions

cudf::logic_error if is_fixed_width(element_type) == false

Parameters

t	The `data_type` to get the size of

Returns: Size in bytes of an element of the specified data_type

Files

Classes

Macros

Typedefs

Enumerations

Functions

Variables

Detailed Description

Macro Definition Documentation

◆ CUDF_ENABLE_IF

Enumeration Type Documentation

◆ interpolation

◆ mask_state

◆ nan_equality

◆ nan_policy

◆ null_equality

◆ null_order

◆ null_policy

◆ order

◆ type_id

Function Documentation

◆ distance()

◆ has_atomic_support() [1/2]

◆ has_atomic_support() [2/2]

◆ is_bit_castable()

◆ is_boolean() [1/2]

◆ is_boolean() [2/2]

◆ is_chrono() [1/2]

◆ is_chrono() [2/2]

◆ is_compound() [1/2]

◆ is_compound() [2/2]

◆ is_dictionary() [1/2]

◆ is_dictionary() [2/2]

◆ is_duration() [1/2]

◆ is_duration() [2/2]

◆ is_equality_comparable() [1/2]

◆ is_equality_comparable() [2/2]

◆ is_fixed_point() [1/2]

◆ is_fixed_point() [2/2]

◆ is_fixed_width() [1/2]

◆ is_fixed_width() [2/2]

◆ is_floating_point() [1/2]

◆ is_floating_point() [2/2]

◆ is_index_type() [1/2]

◆ is_index_type() [2/2]

◆ is_nested() [1/2]

◆ is_nested() [2/2]

◆ is_numeric() [1/2]

◆ is_numeric() [2/2]

◆ is_relationally_comparable() [1/2]

◆ is_relationally_comparable() [2/2]

◆ is_rep_layout_compatible()

◆ is_signed_iterator()

◆ is_struct() [1/2]

◆ is_struct() [2/2]

◆ is_timestamp() [1/2]

◆ is_timestamp() [2/2]

◆ is_unsigned() [1/2]

◆ is_unsigned() [2/2]

◆ operator!=()

◆ operator==()

◆ size_of()